Which of the following is a strategy that is often used by ACOs to improve their performance in the Readmission Reduction program?

Accountable Care Organizations (ACOs) are financially accountable for the quality and cost of patient care. Performance in programs like the Hospital Readmissions Reduction Program (HRRP) is risk-adjusted based on patient acuity. Educating providers to completely and accurately capture all chronic conditions is a fundamental CDI strategy. This ensures that risk adjustment models properly reflect the patient population's health status, leading to more accurate performance measurement and fairer comparisons. Under-documentation of chronic illness can make a patient population appear healthier than it is, setting unrealistic expectations for readmission rates.

A. Intentionally avoiding the reporting of chronic conditions is improper coding, potentially fraudulent, and would negatively impact risk adjustment.

C. Increasing unspecified code choices degrades data quality and works against the goal of accurate risk adjustment, which requires specificity.

D. Using observation status to avoid readmission penalties is considered "gaming the system" and does not address the underlying goal of improving care coordination to prevent readmissions.

1. Centers for Medicare & Medicaid Services. (2023). Accountable Care Organizations (ACOs): What Providers Need to Know. CMS.gov. (Discusses the link between quality, cost, and patient populations).

2. Zolnoori, M., et al. (2019). The Role of Clinical Documentation in the Accuracy of a Hospital's Quality Metrics. Applied Clinical Informatics, 10(03), 496-504. https://doi.org/10.1055/s-0039-1693158 (Highlights the impact of documentation on risk-adjusted quality metrics).

3. American Health Information Management Association (AHIMA). (2017). CDI's Role in the Transition to Value-Based Reimbursement. Journal of AHIMA, 88(10), 42-45. (Explains how CDI supports ACOs and value-based models through complete documentation for risk adjustment).